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Principal Research Scientist
View: 60
Update day: 17-09-2023
Location: Singapore
Category: Science
Industry:
Salary: Negotiate
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Job content
Background:
The AI & Data Analytics Strategic Technology Centre (AI.DA STC) is a corporate applied research centre that aims to develop key technologies to support ST Engineering’s global growth plans across all our business sectors.
Job Description:
- Explore and develop new or improved AI techniques through both organic and collaborative R&D efforts.
- Develop POCs to demonstrate the viability of AI technologies across commercial (aerospace, urban solutions / smart cities, satellite communications) and defence (digital systems, land, marine, aerospace)
- Demonstrate research efficacy by publishing conference papers, journal articles, filing patents and other means of asserting IP ownership.
- Work with our Group Engineering Centre and lines of businesses to translate research outcomes into commercially viable products or services.
Requirements:
- Advanced degree, preferably Ph.D. or Masters in Computer Science, Mathematics, Engineering, Sciences or any related discipline with more than 5 years of experience in research or related applied analytical work.
- In-depth technical knowledge and experience in any of the following topics:
- Deep Learning (LLMs, Generative AI, Transformers, NLP, etc.)
- Quantum (ML, Optimisation, cryptography etc.)
- Computer Vision (Image / Video)
- Graphs (GNNs, Embeddings, Data Augmentation, etc.)
- Predictive Maintenance
- Reinforcement Learning
- Operations Research (Simulation, Optimisation, Forecasting, etc.)
- Good experience with end-to-end analytics process, including ideation/value elicitation, requirements definition, data profiling, analytical modelling, testing, validation, visualization, and solutioning.
- Strong problem-solving skills and passion for artificial intelligence and data science research.
- Experienced in Python.
- Experienced in writing research papers.
- Familiar with distributed computing is a plus.
- Excellent coordination and time management skills to handle complex projects.
- Willing and enthusiastic about continuous learning.
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Deadline: 17-10-2023
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